Skip to content
View jtran2509's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report jtran2509

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
jtran2509/README.md

Hi there, I'm Dung (Jade) Tran 👋

🦷 Dental Hygienist turned Data Scientist | 🧠 From Teeth to Transformer

I bring clinical-grade precision to the full ML cycle. My unique background in healthcare taught me how to interpret complex findings and communicate them clearly-skills I now apply daily to build explainable, impactful AI systems.

Featured Projects

Project Description Tech Stack
🌲 Forest Carbon MRV Satellite-based carbon stock monitoring with Sentinel-2 & deep learning. PyTorch, U-Net, Streamlit, GeoPandas. Repo · Demo
🧠 Brain Tumor Classifier MRI classification (Glioma, Meningioma, etc.) with 92% accuracy & Grad-CAM. PyTorch, MONAI, Streamlit. Repo · Demo
💬 Reddit Employment Pulse NLP dashboard analyzing 8,000+ Reddit posts on immigrant employment trends. BART, VADER, TextBlob, Streamlit. Repo · Demo

Click each project for live demos!

🛠️ Tech Stacks

Python PyTorch Streamlit Docker SQL Scikit-learn NLP (BERT, VADER Computer Vision Medical Imaging Plotly Git

📜 Certifications & Simulations

  • Quantium Data Analytics Simulation (Mar 2026) – Analyzed 264K+ transactions for commercial impact testing
  • Brainstation Data Science Diploma – GPA 85.7/100

📫 Connect with Me

LinkedIn Email

Pinned Loading

  1. forest_carbon_mrv forest_carbon_mrv Public

    End-to-end carbon stock monitoring system using satellite imagery (Sentinel-2) and deep learning

    Jupyter Notebook

  2. ai_brain_tumor_dashboard ai_brain_tumor_dashboard Public

    An end-to-end, explainable machine learning system for brain tumor MRI classification with human-in-the-loop interpretation.

    Jupyter Notebook

  3. reddit-employment-trends reddit-employment-trends Public

    An end-to-end NLP & AI pipeline for analyzing job market insights from Reddit

    Jupyter Notebook

  4. smart-auditor-ai smart-auditor-ai Public

    End-to-end pipeline: upload invoice → extract data → fraud check → human review → audit report

  5. brain_tumor brain_tumor Public

    Capstone Project - brainstation

    Jupyter Notebook

  6. lottery-streamlit-heroku lottery-streamlit-heroku Public

    Link to the app

    Python